CN116797405B - Engineering data processing method and system based on data intercommunication of participating parties - Google Patents
Engineering data processing method and system based on data intercommunication of participating parties Download PDFInfo
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- CN116797405B CN116797405B CN202310788210.0A CN202310788210A CN116797405B CN 116797405 B CN116797405 B CN 116797405B CN 202310788210 A CN202310788210 A CN 202310788210A CN 116797405 B CN116797405 B CN 116797405B
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Abstract
The invention discloses an engineering data processing method and system based on data intercommunication of participating parties, wherein the method comprises the following steps: acquiring a plurality of construction work data of a plurality of construction party terminals from a target engineering project; and determining a plurality of personnel data, a plurality of material data, a plurality of account data and a plurality of construction data from the plurality of construction work data, establishing personnel data intercommunication relations, material data intercommunication relations, account data intercommunication relations and construction data intercommunication relations corresponding to the target engineering project, and establishing an engineering information three-dimensional management database corresponding to the target engineering project. Therefore, the invention can establish the data connection among a plurality of types of engineering data according to the data sent by a plurality of participation terminals, and finally establishes the engineering management database for the data intercommunication of all parties, thereby realizing the information intercommunication and communication of all parties participating in the engineering, improving the information transparency and the working efficiency in the subsequent task processing, improving the construction efficiency and reducing errors.
Description
Technical Field
The invention relates to the technical field of engineering data processing, in particular to an engineering data processing method and system based on data intercommunication of parties involved in construction.
Background
With the improvement of the physical living standard of people and the development of science and technology, the number and the scale of projects of constructional engineering are also increasing, the main bodies participating in the projects of the constructional engineering are also increasing and complex, and how to realize the management of the participating parties is an important difficult problem. However, the existing data processing technology generally simply receives and processes the data transmitted by the participating parties only through a simple data management system, and does not consider the data association between the data transmitted by the parties, so that more efficient management of the construction projects through the data association cannot be realized. It can be seen that the prior art has defects and needs to be solved.
Disclosure of Invention
The invention aims to solve the technical problem of providing an engineering data processing method and system based on the data intercommunication of participating parties, which can realize the information intercommunication and communication of participating parties in engineering, improve the information transparency and the working efficiency during the subsequent task processing, improve the construction efficiency and reduce errors.
In order to solve the technical problems, the first aspect of the invention discloses an engineering data processing method based on data intercommunication of parties involved in construction, which comprises the following steps:
acquiring a plurality of construction work data of a plurality of construction party terminals from a target engineering project;
according to a preset data screening rule, determining a plurality of personnel data, a plurality of material data, a plurality of account data and a plurality of construction data from the plurality of construction work data;
establishing personnel data intercommunication relations, material data intercommunication relations, account data intercommunication relations and construction data intercommunication relations corresponding to the target engineering projects according to the personnel data, the material data, the account data and the construction data and a preset project task association algorithm model;
and establishing a project information three-dimensional management database corresponding to the target project according to the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship and the construction data intercommunication relationship.
As an optional implementation manner, in the first aspect of the present invention, the participating party terminal includes at least one of a supplier terminal, a labor company terminal, a contracting company terminal, a project management terminal and a subcontracting company terminal.
As an optional implementation manner, in the first aspect of the present invention, the project task association algorithm model is used to define association data rules between different project tasks corresponding to the target engineering project and personnel data, material data, account data and construction data.
In a first aspect of the present invention, the establishing, according to the plurality of personnel data, the plurality of material data, the plurality of account data, and the plurality of construction data, and the preset project task association algorithm model, the personnel data interworking relationship, the material data interworking relationship, the account data interworking relationship, and the construction data interworking relationship corresponding to the target project includes:
and establishing a data association relation between each project task of the target engineering project and any one of the personnel data, any one of the material data, any one of the account data or any one of the construction data according to the project task association algorithm model so as to obtain a personnel data intercommunication relation, a material data intercommunication relation, an account data intercommunication relation and a construction data intercommunication relation corresponding to the target engineering project.
As an alternative embodiment, in the first aspect of the present invention, the method further includes:
Acquiring a new task instruction input by a user;
according to the task information corresponding to the new task instruction, the personnel data intercommunication relation, the material data intercommunication relation, the account data intercommunication relation and the construction data intercommunication relation, determining personnel parameters, material parameters, account parameters and construction parameters corresponding to the new task instruction;
and generating a new project task corresponding to the target engineering project according to the personnel parameter, the material parameter, the account parameter and the construction parameter corresponding to the new task instruction.
In a first aspect of the present invention, determining, according to the task information corresponding to the new task instruction, and the personnel data interworking relationship, the material data interworking relationship, the account data interworking relationship, and the construction data interworking relationship, the personnel parameter, the material parameter, the account parameter, and the construction parameter corresponding to the new task instruction includes:
screening a plurality of similar project tasks from a plurality of project tasks corresponding to the target engineering project based on a task similarity algorithm according to task information corresponding to the new task instruction;
for each similar project task, determining personnel parameters, material parameters, account parameters and construction parameters corresponding to the similar project task according to the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship and the construction data intercommunication relationship;
Determining personnel parameters corresponding to the new task instruction according to the intersection of the personnel parameters corresponding to all the similar project tasks;
determining material parameters corresponding to the new task instruction according to intersection sets of the material parameters corresponding to all the similar project tasks;
determining account parameters corresponding to the new task instruction according to intersections of the account parameters corresponding to all the similar project tasks;
and determining the construction parameters corresponding to the new construction task instruction according to the intersection of the construction parameters corresponding to all the similar project tasks.
As an optional implementation manner, in the first aspect of the present invention, the task information includes a task description, a task image, and a task initiator; the step of screening a plurality of similar project tasks from a plurality of project tasks corresponding to the target engineering project based on the task information corresponding to the new task instruction and the task similarity algorithm, comprises the following steps:
for any project task corresponding to the target engineering project, acquiring a history task record, a history field image and history participators corresponding to the project task;
calculating text similarity between task description corresponding to the new task instruction and the historical task record;
Calculating the image similarity between the task image corresponding to the new task instruction and the historical site image;
calculating the title similarity between the task initiator corresponding to the new task instruction and the history participant; the title similarity is the similarity between the titles of the roles of the two at the current moment or the historical moment;
calculating a weighted sum average value among the text similarity, the image similarity and the title similarity to obtain the similarity between the new task instruction and the project task;
sequencing all the project tasks from big to small according to the similarity to obtain a task sequence;
and determining the previous preset number of project tasks of the task sequence as similar project tasks.
The invention discloses an engineering data processing system based on data intercommunication of participating parties, which comprises:
the acquisition module is used for acquiring a plurality of construction work data of a plurality of construction party terminals from the target engineering project;
the screening module is used for determining a plurality of personnel data, a plurality of material data, a plurality of account data and a plurality of construction data from the plurality of construction work data according to a preset data screening rule;
The intercommunication module is used for establishing personnel data intercommunication relations, material data intercommunication relations, account data intercommunication relations and construction data intercommunication relations corresponding to the target engineering projects according to the personnel data, the material data, the account data and the construction data and a preset project task association algorithm model;
the building module is used for building the engineering information three-dimensional management database corresponding to the target engineering project according to the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship and the construction data intercommunication relationship.
In a second aspect of the present invention, the participating party terminal includes at least one of a supplier terminal, a labor company terminal, a parcel company terminal, a project management terminal, and a subcontracting company terminal.
In a second aspect of the present invention, as an optional implementation manner, the project task association algorithm model is used to define association data rules between different project tasks corresponding to the target engineering project and personnel data, material data, account data and construction data.
As an optional implementation manner, in the second aspect of the present invention, the establishing, by the interworking module, a specific manner of the personnel data interworking relationship, the material data interworking relationship, the account data interworking relationship, and the construction data interworking relationship corresponding to the target engineering project according to the plurality of personnel data, the plurality of material data, the plurality of account data, and the plurality of construction data, and a preset project task association algorithm model includes:
And establishing a data association relation between each project task of the target engineering project and any one of the personnel data, any one of the material data, any one of the account data or any one of the construction data according to the project task association algorithm model so as to obtain a personnel data intercommunication relation, a material data intercommunication relation, an account data intercommunication relation and a construction data intercommunication relation corresponding to the target engineering project.
As an optional implementation manner, in the second aspect of the present invention, the apparatus further includes a new task module, configured to perform the following steps:
acquiring a new task instruction input by a user;
according to the task information corresponding to the new task instruction, the personnel data intercommunication relation, the material data intercommunication relation, the account data intercommunication relation and the construction data intercommunication relation, determining personnel parameters, material parameters, account parameters and construction parameters corresponding to the new task instruction;
and generating a new project task corresponding to the target engineering project according to the personnel parameter, the material parameter, the account parameter and the construction parameter corresponding to the new task instruction.
As an optional implementation manner, in the second aspect of the present invention, the determining, by the new task module, a specific manner of the personnel parameter, the material parameter, the account parameter, and the construction parameter corresponding to the new task instruction according to the task information corresponding to the new task instruction, and the personnel data interworking relationship, the material data interworking relationship, the account data interworking relationship, and the construction data interworking relationship includes:
Screening a plurality of similar project tasks from a plurality of project tasks corresponding to the target engineering project based on a task similarity algorithm according to task information corresponding to the new task instruction;
for each similar project task, determining personnel parameters, material parameters, account parameters and construction parameters corresponding to the similar project task according to the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship and the construction data intercommunication relationship;
determining personnel parameters corresponding to the new task instruction according to the intersection of the personnel parameters corresponding to all the similar project tasks;
determining material parameters corresponding to the new task instruction according to intersection sets of the material parameters corresponding to all the similar project tasks;
determining account parameters corresponding to the new task instruction according to intersections of the account parameters corresponding to all the similar project tasks;
and determining the construction parameters corresponding to the new construction task instruction according to the intersection of the construction parameters corresponding to all the similar project tasks.
As an optional implementation manner, in the second aspect of the present invention, the task information includes a task description, a task image, and a task initiator; the new task module screens out a plurality of similar project tasks from a plurality of project tasks corresponding to the target engineering project based on a task similarity algorithm according to the task information corresponding to the new task instruction, and the specific mode comprises the following steps:
For any project task corresponding to the target engineering project, acquiring a history task record, a history field image and history participators corresponding to the project task;
calculating text similarity between task description corresponding to the new task instruction and the historical task record;
calculating the image similarity between the task image corresponding to the new task instruction and the historical site image;
calculating the title similarity between the task initiator corresponding to the new task instruction and the history participant; the title similarity is the similarity between the titles of the roles of the two at the current moment or the historical moment;
calculating a weighted sum average value among the text similarity, the image similarity and the title similarity to obtain the similarity between the new task instruction and the project task;
sequencing all the project tasks from big to small according to the similarity to obtain a task sequence;
and determining the previous preset number of project tasks of the task sequence as similar project tasks.
The third aspect of the invention discloses another engineering data processing system based on data intercommunication of participating parties, which comprises:
A memory storing executable program code;
a processor coupled to the memory;
the processor calls the executable program codes stored in the memory to execute part or all of the steps in the engineering data processing method based on the data intercommunication of the parties involved in the first aspect of the invention.
A fourth aspect of the present invention discloses a computer storage medium storing computer instructions for executing part or all of the steps in the engineering data processing method based on data intercommunication of parties involved in the first aspect of the present invention when the computer instructions are called.
Compared with the prior art, the invention has the following beneficial effects:
the invention can establish the data connection among a plurality of types of engineering data according to the data sent by a plurality of participating party terminals, and finally establishes the engineering management database for the data intercommunication of all parties, thereby realizing the information intercommunication and communication of all parties participating in the engineering, improving the information transparency and the working efficiency in the subsequent task processing, improving the construction efficiency and reducing errors.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the description of the embodiments will be briefly described below, and it is apparent that the drawings in the following description are only some embodiments of the present invention, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic flow diagram of an engineering data processing method based on data intercommunication of participating parties, which is disclosed in the embodiment of the invention;
FIG. 2 is a schematic diagram of an engineering data processing system based on data intercommunication between participating parties according to an embodiment of the present invention;
FIG. 3 is a schematic diagram of another engineering data processing system based on data intercommunication between participating parties according to an embodiment of the present invention.
Detailed Description
In order that those skilled in the art will better understand the present invention, a technical solution in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in which it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
The terms first, second and the like in the description and in the claims and in the above-described figures are used for distinguishing between different objects and not necessarily for describing a sequential or chronological order. Furthermore, the terms "comprise" and "have," as well as any variations thereof, are intended to cover a non-exclusive inclusion. For example, a process, method, system, article, or apparatus that comprises a list of steps or elements is not limited to only those listed steps or elements but may include other steps or elements not listed or inherent to such process, method, article, or apparatus.
Reference herein to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment may be included in at least one embodiment of the invention. The appearances of such phrases in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. Those of skill in the art will explicitly and implicitly appreciate that the embodiments described herein may be combined with other embodiments.
The invention discloses an engineering data processing method and system based on data intercommunication of participating parties, which can establish data connection among various types of engineering data according to data sent by a plurality of participating party terminals, and finally establish an engineering management database for data intercommunication of the participating parties, thereby realizing information intercommunication and communication of the participating parties in engineering, improving information transparency and working efficiency in subsequent task processing, improving construction efficiency and reducing errors. The following will describe in detail.
Example 1
Referring to fig. 1, fig. 1 is a flow chart of an engineering data processing method based on data intercommunication of parties involved in the present invention. The method described in fig. 1 may be applied to a corresponding data processing device, a data processing terminal, and a data processing server, where the server may be a local server or a cloud server, and the embodiment of the present invention is not limited to the method shown in fig. 1, and the engineering data processing method based on data intercommunication between participating parties may include the following operations:
101. And acquiring a plurality of construction work data of a plurality of construction party terminals from the target engineering project.
Optionally, the participating party terminal includes at least one of a supplier terminal, a labor company terminal, a package company terminal, a project management terminal, and a subcontracting company terminal.
102. And determining a plurality of personnel data, a plurality of material data, a plurality of account data and a plurality of construction data from the plurality of construction work data according to a preset data screening rule.
Optionally, according to the preset data screening rule, a plurality of personnel data, a plurality of material data, a plurality of account data and a plurality of construction data can be determined according to the data types, the data contents or the data acquisition time or place of different construction work data.
103. And establishing personnel data intercommunication relations, material data intercommunication relations, account data intercommunication relations and construction data intercommunication relations corresponding to the target engineering projects according to the personnel data, the material data, the account data and the construction data and a preset project task association algorithm model.
Optionally, the project task association algorithm model is used for limiting association data rules between different project tasks corresponding to the target engineering project and personnel data, material data, account data and construction data.
104. And establishing a project information three-dimensional management database corresponding to the target project according to the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship and the construction data intercommunication relationship.
Therefore, the method described by the embodiment of the invention can establish data connection among various types of engineering data according to the data sent by the terminals of the participants, and finally establish an engineering management database for data intercommunication of the participants, so that information intercommunication and communication of the participants in the engineering can be realized, the information transparency and the working efficiency in subsequent task processing can be improved, the construction efficiency can be improved, and errors can be reduced.
As an optional embodiment, in the step, according to the plurality of personnel data, the plurality of material data, the plurality of account data, the plurality of construction data, and the preset project task association algorithm model, establishing a personnel data interworking relationship, a material data interworking relationship, an account data interworking relationship, and a construction data interworking relationship corresponding to the target project includes:
and establishing a data association relation between each project task of the target engineering project and any personnel data, any material data, any account data or any construction data according to the project task association algorithm model so as to obtain a personnel data intercommunication relation, a material data intercommunication relation, an account data intercommunication relation and a construction data intercommunication relation corresponding to the target engineering project.
Therefore, through the embodiment, the data association relation between each project task of the target engineering project and any personnel data, any material data, any account data or any construction data can be established, so that the complete intercommunication corresponding relation between all data of the engineering project and the task can be established, the information intercommunication and communication of the participating parties in the engineering can be realized, the information transparency and the work efficiency in the subsequent task processing can be improved, the construction efficiency can be improved, and the errors can be reduced.
As an alternative embodiment, the method further comprises:
acquiring a new task instruction input by a user;
according to the task information corresponding to the new task instruction, and the personnel data intercommunication relation, the material data intercommunication relation, the account data intercommunication relation and the construction data intercommunication relation, determining personnel parameters, material parameters, account parameters and construction parameters corresponding to the new task instruction;
and generating a new project task corresponding to the target engineering project according to the personnel parameter, the material parameter, the account parameter and the construction parameter corresponding to the new task instruction.
Therefore, through the embodiment, the personnel parameters, the material parameters, the account parameters and the construction parameters corresponding to the new task instruction can be determined to generate the new project task corresponding to the target project, so that different project parameters of the new task can be predicted, the efficiency and the accuracy of the new task can be improved, the information transparency and the working efficiency in the subsequent task processing can be improved, the construction efficiency can be improved, and errors can be reduced.
As an optional embodiment, in the step, according to the task information corresponding to the new task instruction, and the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship, and the construction data intercommunication relationship, determining the personnel parameter, the material parameter, the account parameter, and the construction parameter corresponding to the new task instruction includes:
screening a plurality of similar project tasks from a plurality of project tasks corresponding to the target engineering project based on a task similarity algorithm according to task information corresponding to the new task instruction;
for each similar project task, determining personnel parameters, material parameters, account parameters and construction parameters corresponding to the similar project task according to the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship and the construction data intercommunication relationship;
according to the intersection of the personnel parameters corresponding to all similar project tasks, determining the personnel parameters corresponding to the newly-built task instruction;
determining material parameters corresponding to the new task instruction according to intersection sets of material parameters corresponding to all similar project tasks;
according to intersection sets of account parameters corresponding to all similar project tasks, determining account parameters corresponding to the newly-built task instruction;
And determining the construction parameters corresponding to the new construction task instruction according to the intersection of the construction parameters corresponding to all similar project tasks.
Therefore, through the embodiment, a plurality of similar project tasks can be screened out from a plurality of project tasks corresponding to the target project, so that parameters corresponding to the new project instruction are generated according to the parameters of the similar project tasks, different project parameters of the new project can be accurately predicted based on the historical similar tasks, the efficiency and the accuracy of the new project can be improved, the information transparency and the working efficiency in the subsequent task processing can be improved, the construction efficiency can be improved, and errors can be reduced.
As an alternative embodiment, the task information includes task descriptions, task images and task sponsors; in the above step, according to the task information corresponding to the new task instruction, based on the task similarity algorithm, a plurality of similar project tasks are screened from a plurality of project tasks corresponding to the target engineering project, including:
for any project task corresponding to a target engineering project, acquiring a history task record, a history field image and history participators corresponding to the project task;
calculating the text similarity between the task description corresponding to the new task instruction and the historical task record;
Calculating the image similarity between the task image corresponding to the new task instruction and the historical site image;
calculating the title similarity between a task initiator corresponding to the new task instruction and the historical participant; title similarity is the similarity between the titles of the roles of the two at the current moment or the historical moment;
calculating a weighted sum average value among the text similarity, the image similarity and the title similarity to obtain the similarity between the new task instruction and the project task;
sequencing all project tasks according to the similarity from big to small to obtain a task sequence;
and determining the previous preset number of project tasks of the task sequence as similar project tasks.
Alternatively, the text similarity, the image similarity and the title similarity may be calculated by using the same data ratio or vector distance algorithm, and it is clear to those skilled in the art how to apply the existing similarity algorithm to calculate, which is not described herein.
Therefore, according to the embodiment, based on the task similarity algorithm, a plurality of similar project tasks are screened out from a plurality of project tasks corresponding to the target project according to the task image, the task record, the task participators and other parameters, so that parameters corresponding to new task instructions are generated according to the parameters of the similar project tasks, different project parameters of the new task can be predicted more accurately based on the historical similar tasks, efficiency and accuracy of the new task are improved, information transparency and working efficiency in subsequent task processing are improved, construction efficiency is improved, and mistakes are reduced.
Example two
Referring to fig. 2, fig. 2 is a schematic structural diagram of an engineering data processing system based on data intercommunication between parties according to an embodiment of the present invention. The system described in fig. 2 may be applied to a corresponding data processing device, a data processing terminal, and a data processing server, where the server may be a local server or a cloud server, and embodiments of the present invention are not limited. As shown in fig. 2, the system may include:
the acquiring module 201 is configured to acquire a plurality of construction work data from a plurality of construction party terminals of a target engineering project.
Optionally, the participating party terminal includes at least one of a supplier terminal, a labor company terminal, a package company terminal, a project management terminal, and a subcontracting company terminal.
The screening module 202 is configured to determine, according to a preset data screening rule, a plurality of personnel data, a plurality of material data, a plurality of account data, and a plurality of construction data from a plurality of construction work data.
Optionally, according to the preset data screening rule, a plurality of personnel data, a plurality of material data, a plurality of account data and a plurality of construction data can be determined according to the data types, the data contents or the data acquisition time or place of different construction work data.
And the intercommunication module 203 is configured to establish a personnel data intercommunication relationship, a material data intercommunication relationship, an account data intercommunication relationship and a construction data intercommunication relationship corresponding to the target engineering project according to the plurality of personnel data, the plurality of material data, the plurality of account data and the plurality of construction data and the preset project task association algorithm model.
Optionally, the project task association algorithm model is used for limiting association data rules between different project tasks corresponding to the target engineering project and personnel data, material data, account data and construction data.
The establishing module 204 is configured to establish a project information three-dimensional management database corresponding to the target project according to the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship and the construction data intercommunication relationship.
Therefore, the device described by the embodiment of the invention can establish data connection among various types of engineering data according to the data sent by the terminals of the participants, and finally establish an engineering management database for data intercommunication of the participants, so that information intercommunication and communication of the participants in the engineering can be realized, the information transparency and the working efficiency in subsequent task processing can be improved, the construction efficiency can be improved, and errors can be reduced.
As an optional embodiment, the interworking module 203 establishes a specific manner of a personnel data interworking relationship, a material data interworking relationship, an account data interworking relationship, and a construction data interworking relationship corresponding to a target engineering project according to a plurality of personnel data, a plurality of material data, a plurality of account data, a plurality of construction data, and a preset project task association algorithm model, and includes:
and establishing a data association relation between each project task of the target engineering project and any personnel data, any material data, any account data or any construction data according to the project task association algorithm model so as to obtain a personnel data intercommunication relation, a material data intercommunication relation, an account data intercommunication relation and a construction data intercommunication relation corresponding to the target engineering project.
Therefore, through the embodiment, the data association relation between each project task of the target engineering project and any personnel data, any material data, any account data or any construction data can be established, so that the complete intercommunication corresponding relation between all data of the engineering project and the task can be established, the information intercommunication and communication of the participating parties in the engineering can be realized, the information transparency and the work efficiency in the subsequent task processing can be improved, the construction efficiency can be improved, and the errors can be reduced.
As an alternative embodiment, the device further comprises a new task module for performing the following steps:
acquiring a new task instruction input by a user;
according to the task information corresponding to the new task instruction, and the personnel data intercommunication relation, the material data intercommunication relation, the account data intercommunication relation and the construction data intercommunication relation, determining personnel parameters, material parameters, account parameters and construction parameters corresponding to the new task instruction;
and generating a new project task corresponding to the target engineering project according to the personnel parameter, the material parameter, the account parameter and the construction parameter corresponding to the new task instruction.
Therefore, through the embodiment, the personnel parameters, the material parameters, the account parameters and the construction parameters corresponding to the new task instruction can be determined to generate the new project task corresponding to the target project, so that different project parameters of the new task can be predicted, the efficiency and the accuracy of the new task can be improved, the information transparency and the working efficiency in the subsequent task processing can be improved, the construction efficiency can be improved, and errors can be reduced.
As an optional embodiment, the determining, by the new task module, a specific manner of the personnel parameter, the material parameter, the account parameter and the construction parameter corresponding to the new task instruction according to the task information corresponding to the new task instruction, and the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship and the construction data intercommunication relationship, includes:
Screening a plurality of similar project tasks from a plurality of project tasks corresponding to the target engineering project based on a task similarity algorithm according to task information corresponding to the new task instruction;
for each similar project task, determining personnel parameters, material parameters, account parameters and construction parameters corresponding to the similar project task according to the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship and the construction data intercommunication relationship;
according to the intersection of the personnel parameters corresponding to all similar project tasks, determining the personnel parameters corresponding to the newly-built task instruction;
determining material parameters corresponding to the new task instruction according to intersection sets of material parameters corresponding to all similar project tasks;
according to intersection sets of account parameters corresponding to all similar project tasks, determining account parameters corresponding to the newly-built task instruction;
and determining the construction parameters corresponding to the new construction task instruction according to the intersection of the construction parameters corresponding to all similar project tasks.
Therefore, through the embodiment, a plurality of similar project tasks can be screened out from a plurality of project tasks corresponding to the target project, so that parameters corresponding to the new project instruction are generated according to the parameters of the similar project tasks, different project parameters of the new project can be accurately predicted based on the historical similar tasks, the efficiency and the accuracy of the new project can be improved, the information transparency and the working efficiency in the subsequent task processing can be improved, the construction efficiency can be improved, and errors can be reduced.
As an alternative embodiment, the task information includes task descriptions, task images and task sponsors; the new task module screens out a plurality of similar project tasks from a plurality of project tasks corresponding to the target engineering project based on task similarity algorithm according to task information corresponding to the new task instruction, and the method comprises the following steps:
for any project task corresponding to a target engineering project, acquiring a history task record, a history field image and history participators corresponding to the project task;
calculating the text similarity between the task description corresponding to the new task instruction and the historical task record;
calculating the image similarity between the task image corresponding to the new task instruction and the historical site image;
calculating the title similarity between a task initiator corresponding to the new task instruction and the historical participant; title similarity is the similarity between the titles of the roles of the two at the current moment or the historical moment;
calculating a weighted sum average value among the text similarity, the image similarity and the title similarity to obtain the similarity between the new task instruction and the project task;
sequencing all project tasks according to the similarity from big to small to obtain a task sequence;
And determining the previous preset number of project tasks of the task sequence as similar project tasks.
Alternatively, the text similarity, the image similarity and the title similarity may be calculated by using the same data ratio or vector distance algorithm, and it is clear to those skilled in the art how to apply the existing similarity algorithm to calculate, which is not described herein.
Therefore, according to the embodiment, based on the task similarity algorithm, a plurality of similar project tasks are screened out from a plurality of project tasks corresponding to the target project according to the task image, the task record, the task participators and other parameters, so that parameters corresponding to new task instructions are generated according to the parameters of the similar project tasks, different project parameters of the new task can be predicted more accurately based on the historical similar tasks, efficiency and accuracy of the new task are improved, information transparency and working efficiency in subsequent task processing are improved, construction efficiency is improved, and mistakes are reduced.
Example III
Referring to fig. 3, fig. 3 is a schematic structural diagram of another engineering data processing system based on data intercommunication between participating parties according to an embodiment of the present invention. As shown in fig. 3, the system may include:
A memory 301 storing executable program code;
a processor 302 coupled with the memory 301;
the processor 302 invokes the executable program code stored in the memory 301 to perform some or all of the steps in the engineering data processing method based on interworking of data of parties involved in the disclosure in accordance with the embodiment of the present invention.
Example IV
The embodiment of the invention discloses a computer storage medium which stores computer instructions, wherein the computer instructions are used for executing part or all of the steps in the engineering data processing method based on the data intercommunication of parties involved in the embodiment of the invention when being called.
The system embodiments described above are merely illustrative, in which the modules illustrated as separate components may or may not be physically separate, and the components shown as modules may or may not be physical, i.e., may be located in one place, or may be distributed over a plurality of network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment. Those of ordinary skill in the art will understand and implement the present invention without undue burden.
From the above detailed description of the embodiments, it will be apparent to those skilled in the art that the embodiments may be implemented by means of software plus necessary general hardware platforms, or of course by means of hardware. Based on such understanding, the foregoing technical solutions may be embodied essentially or in part in the form of a software product that may be stored in a computer-readable storage medium including Read-Only Memory (ROM), random-access Memory (Random Access Memory, RAM), programmable Read-Only Memory (Programmable Read-Only Memory, PROM), erasable programmable Read-Only Memory (Erasable Programmable Read Only Memory, EPROM), one-time programmable Read-Only Memory (OTPROM), electrically erasable programmable Read-Only Memory (EEPROM), compact disc Read-Only Memory (Compact Disc Read-Only Memory, CD-ROM) or other optical disc Memory, magnetic disc Memory, tape Memory, or any other medium that can be used for computer-readable carrying or storing data.
Finally, it should be noted that: the embodiment of the invention discloses an engineering data processing method and system based on data intercommunication of participating parties, which are disclosed by the embodiment of the invention only as a preferred embodiment of the invention, and are only used for illustrating the technical scheme of the invention, but not limiting the technical scheme; although the invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art will understand that; the technical scheme recorded in the various embodiments can be modified or part of technical features in the technical scheme can be replaced equivalently; such modifications and substitutions do not depart from the spirit and scope of the corresponding technical solutions.
Claims (7)
1. The engineering data processing method based on the data intercommunication of the participating parties is characterized by comprising the following steps:
acquiring a plurality of construction work data of a plurality of construction party terminals from a target engineering project;
according to a preset data screening rule, determining a plurality of personnel data, a plurality of material data, a plurality of account data and a plurality of construction data from the plurality of construction work data;
establishing personnel data intercommunication relations, material data intercommunication relations, account data intercommunication relations and construction data intercommunication relations corresponding to the target engineering projects according to the personnel data, the material data, the account data and the construction data and a preset project task association algorithm model;
Establishing a project information three-dimensional management database corresponding to the target project according to the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship and the construction data intercommunication relationship;
acquiring a new task instruction input by a user;
for any project task corresponding to the target engineering project, acquiring a history task record, a history field image and history participators corresponding to the project task;
calculating text similarity between task description corresponding to the new task instruction and the historical task record;
calculating the image similarity between the task image corresponding to the new task instruction and the historical site image;
calculating the title similarity between the task initiator corresponding to the new task instruction and the history participant; the title similarity is the similarity between the titles of the roles of the two at the current moment or the historical moment;
calculating a weighted sum average value among the text similarity, the image similarity and the title similarity to obtain the similarity between the new task instruction and the project task;
sequencing all the project tasks from big to small according to the similarity to obtain a task sequence;
Determining the previous preset number of project tasks of the task sequence as similar project tasks;
for each similar project task, determining personnel parameters, material parameters, account parameters and construction parameters corresponding to the similar project task according to the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship and the construction data intercommunication relationship;
determining personnel parameters corresponding to the new task instruction according to the intersection of the personnel parameters corresponding to all the similar project tasks;
determining material parameters corresponding to the new task instruction according to intersection sets of the material parameters corresponding to all the similar project tasks;
determining account parameters corresponding to the new task instruction according to intersections of the account parameters corresponding to all the similar project tasks;
determining construction parameters corresponding to the new task instruction according to intersections of construction parameters corresponding to all the similar project tasks;
and generating a new project task corresponding to the target engineering project according to the personnel parameter, the material parameter, the account parameter and the construction parameter corresponding to the new task instruction.
2. The engineering data processing method based on the interworking of participating parties according to claim 1, wherein the participating parties terminals include at least one of a supplier terminal, a labor company terminal, a parcel company terminal, a project management terminal, and a subcontracting company terminal.
3. The engineering data processing method based on the interworking of participating parties according to claim 1, wherein the project task association algorithm model is used for defining association data rules between different project tasks corresponding to the target engineering project and personnel data, material data, account data and construction data.
4. The engineering data processing method based on data intercommunication of participating parties according to claim 3, wherein the establishing the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship and the construction data intercommunication relationship corresponding to the target engineering project according to the plurality of personnel data, the plurality of material data, the plurality of account data and the plurality of construction data and a preset project task association algorithm model comprises the following steps:
and establishing a data association relation between each project task of the target engineering project and any one of the personnel data, any one of the material data, any one of the account data or any one of the construction data according to the project task association algorithm model so as to obtain a personnel data intercommunication relation, a material data intercommunication relation, an account data intercommunication relation and a construction data intercommunication relation corresponding to the target engineering project.
5. An engineering data processing system based on data intercommunication of participating parties, which is characterized by comprising:
the acquisition module is used for acquiring a plurality of construction work data of a plurality of construction party terminals from the target engineering project;
the screening module is used for determining a plurality of personnel data, a plurality of material data, a plurality of account data and a plurality of construction data from the plurality of construction work data according to a preset data screening rule;
the intercommunication module is used for establishing personnel data intercommunication relations, material data intercommunication relations, account data intercommunication relations and construction data intercommunication relations corresponding to the target engineering projects according to the personnel data, the material data, the account data and the construction data and a preset project task association algorithm model;
the building module is used for building an engineering information three-dimensional management database corresponding to the target engineering project according to the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship and the construction data intercommunication relationship; the system also comprises a new task module for executing the following steps:
acquiring a new task instruction input by a user;
For any project task corresponding to the target engineering project, acquiring a history task record, a history field image and history participators corresponding to the project task;
calculating text similarity between task description corresponding to the new task instruction and the historical task record;
calculating the image similarity between the task image corresponding to the new task instruction and the historical site image;
calculating the title similarity between the task initiator corresponding to the new task instruction and the history participant; the title similarity is the similarity between the titles of the roles of the two at the current moment or the historical moment;
calculating a weighted sum average value among the text similarity, the image similarity and the title similarity to obtain the similarity between the new task instruction and the project task;
sequencing all the project tasks from big to small according to the similarity to obtain a task sequence;
determining the previous preset number of project tasks of the task sequence as similar project tasks;
for each similar project task, determining personnel parameters, material parameters, account parameters and construction parameters corresponding to the similar project task according to the personnel data intercommunication relationship, the material data intercommunication relationship, the account data intercommunication relationship and the construction data intercommunication relationship;
Determining personnel parameters corresponding to the new task instruction according to the intersection of the personnel parameters corresponding to all the similar project tasks;
determining material parameters corresponding to the new task instruction according to intersection sets of the material parameters corresponding to all the similar project tasks;
determining account parameters corresponding to the new task instruction according to intersections of the account parameters corresponding to all the similar project tasks;
determining construction parameters corresponding to the new task instruction according to intersections of construction parameters corresponding to all the similar project tasks;
and generating a new project task corresponding to the target engineering project according to the personnel parameter, the material parameter, the account parameter and the construction parameter corresponding to the new task instruction.
6. An engineering data processing system based on data intercommunication of participating parties, which is characterized by comprising:
a memory storing executable program code;
a processor coupled to the memory;
the processor invokes the executable program code stored in the memory to perform the engineering data processing method based on interworking of parties to construction as claimed in any one of claims 1 to 4.
7. A computer storage medium storing computer instructions which, when invoked, are operable to perform the engineering data processing method of any one of claims 1-4 based on interworking of data of parties involved in a project.
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